US11719826B1ActiveUtilityA1

Hydrometeors, aircraft icing, and road condition monitoring system

Assignee: UNIV MICHIGAN REGENTSPriority: Feb 24, 2022Filed: Feb 24, 2022Granted: Aug 8, 2023
Est. expiryFeb 24, 2042(~15.6 yrs left)· nominal 20-yr term from priority
G01S 17/18G01N 21/3554G01N 2021/1793G01S 17/95G01S 7/4815G01S 7/4802G01B 11/02G01B 11/30G01N 21/33G01N 21/359G01N 21/3577Y02A90/10
60
PatentIndex Score
0
Cited by
20
References
12
Claims

Abstract

A method for monitoring the airspace around an aircraft or the road, runway, taxiway, movement area condition or any other object or surface of interest ahead of a vehicle, even in inclement weather is disclosed. The present teachings provide a system for characterizing cloud drops, cloud ice particles, other hydrometeors such drizzle, rain or falling snow, and for distinguishing dry surfaces from those covered by water, snow, frost, and various types of ice even when they cover only a fraction of the field of view of the road condition monitoring system, even in inclement weather.

Claims

exact text as granted — not AI-modified
What is claimed is: 
     
       1. A method for characterizing hydrometeors in an airspace and characterizing a surface of interest, the method comprising:
 conducting time gated reflectance measurements of a first parameter in three spectral bands centered at wavelengths λ 1 , λ 2  and λ 3  to determine the first parameter reflectances R 1  at λ 1 , R 2  at λ 2 , and R 3  at λ 3 , respectively; 
 conducting time gated reflectance measurements of a second parameter in three spectral bands centered at wavelengths λ 1 , λ 2  and λ 3  to determine the second parameter reflectances R 1  at λ 1 , R 2  at λ 2 , and R 3  at λ 3 , respectively; 
 determining if hydrometeors are present in the airspace by verifying if at least one of the first parameter reflectances R i=1,2,3  is larger than a corresponding critical value, R i=1,2,3   hc , where the subscripts correspond to wavelengths λ 1 , λ 2  and λ 3 , and outputting a hydrometeor determination signal; 
 characterizing the surface of interest based on a combination of the value of at least one of the first parameter reflectances R i=1,2,3 , and at least one of the second parameter reflectances R i=1,2,3  and outputting a surface characterization signal; and 
 outputting a signal in response to at least the hydrometeor determination signal or the surface characterization signal. 
 
     
     
       2. The method of  claim 1  wherein the wavelength λ 3  is identical to wavelength λ 2 . 
     
     
       3. The method according to  claim 1  wherein hydrometeors present in the airspace are characterized based on the value of at least one of the first parameter reflectances R i=1,2,3 . 
     
     
       4. The method of  claim 1  wherein the wavelength λ 1  is selected between the ultraviolet and near infrared portions of the spectrum, where the absorption of electromagnetic radiation by water and ice is small enough to be neglected, and the wavelength λ 2  is selected in the shortwave infrared portion of the spectrum where the absorption of electromagnetic radiation by water and ice is large enough to affect reflectance significantly. 
     
     
       5. The method according to  claim 1  wherein the first parameter comprises only airspace around a measurement device, the airspace possibly containing hydrometeors. 
     
     
       6. The method according to  claim 2  wherein the second parameter comprises both the surface of interest and the airspace between the measurement device and the surface of interest. 
     
     
       7. The method according to  claim 1  further comprising:
 calculating first parameter scaled reflectances Ř 1,2,3  based on the first parameter reflectances R i=1,2,3  divided by Lambertian scaling factors at λ 1 , λ 2 , and λ 3 , respectively; 
 calculating second parameter scaled reflectances Ř 1,2,3  based on the second parameter reflectances R i=1,2,3  divided by Lambertian scaling factors at λ 1 , λ 2 , and λ 3 , respectively; and 
 determining the thermodynamic phase of the hydrometeors by calculating a ratio γ of the first parameter scaled reflectances measured at wavelengths λ 2  and λ 3  expressed as 
 
       
         
           
             
               
                 γ 
                 = 
                 
                   
                     
                       R 
                       ⌣ 
                     
                     3 
                   
                   
                     
                       R 
                       ⌣ 
                     
                     2 
                   
                 
               
               , 
             
           
         
       
       where for preferred spectral bands γ≥γ hc   ice  indicates ice particles and γ<γ hc   water  indicates water drops. 
     
     
       8. The method according to  claim 7 , further comprising:
 determining an effective radius a e  of the hydrometeors and a hydrometeors cloud liquid water path w using the first parameter scaled reflectance by solving a pair of radiative transfer equations, one of the pair of radiative transfer equations being for the first parameter scaled reflectance Ř 1  and the other of the pair of radiative transfer equations being for the first parameter scaled reflectance Ř 2 , the pair of radiative transfer equations is derived mathematically from simplifications of radiative transfer equations, one of the radiative transfer equations being for the scaled reflectance at λ 1  and the other of the radiative transfer equations being for the scaled reflectance at λ 2 . 
 
     
     
       9. The method according to  claim 8 , wherein the pair of radiative transfer equations is reduced to a single analytical equation of a single variable being the hydrometeors effective radius a e  by using the equation for the first parameter scaled reflectance Ř 1  to determine the hydrometeors cloud liquid water path w as a function of the hydrometeors effective radius w={tilde over (w)}(a e ), and then determining the effective radius a e  of the hydrometeors by finding the root of the single analytical equation using a root-finding method. 
     
     
       10. The method according to  claim 8  wherein the hydrometeors cloud liquid water path w is calculated using an analytical expression for the hydrometeors liquid water path w as a function of the hydrometeors' effective radius w={hacek over (w)}(a e ) and the time gated reflectance measurements have a known path length l, the method further comprising:
 determining ice content, liquid water content, or mixed phase content of the hydrometeors using the effective radius a e  of the hydrometeors and the path length l. 
 
     
     
       11. The method according to  claim 8 , further comprising determining a mean and maximum mean volume radius of the hydrometeors. 
     
     
       12. The method of  claim 8 , further comprising:
 following the determining an effective radius a e  of the hydrometeors and a hydrometeors cloud liquid water path w, using the pair of radiative transfer equations to solve for surface spectral albedos; and 
 characterizing the surface of interest based on the values of the surface spectral albedos in at least two wavelengths.

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